Olive Oil definitely does not taste like olives. I hate olives, too but LOVE olive oil. I cook tons of stuff in olive oil. I fry most of my meats in it (& add a little butter as well). I fry vegetables in it & also use it to make salad dressing. It definitely gives food a wonderful flavor.